Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

portfolio

publications

Debris disks around stars in the NIKA2 era Permalink

Published in mm Universe @ NIKA2 - Observing the mm Universe with the NIKA2 Camera, 2020

Lestrade, J.-F., Augereau, J.-C., Booth, M., et al. (2020), mm Universe @ NIKA2 - Observing the mm Universe with the NIKA2 Camera, 228, 00015.

research

ACT-CL J0215.4+0030 Thermodynamics

Published:

End-to-end Bayesian analysis pipeline: joint forward modeling of signal and contaminants, multi-wavelength data fusion, and full uncertainty propagation

Baryon Painting Optimization

Published:

Benchmarking a physics-based simulation surrogate at scale on HPC systems, achieving few-percent accuracy as a replacement for expensive hydrodynamic runs

panco2: Pressure Profile Fitting

Published:

~1000× speedup of a Bayesian inference pipeline through algorithm redesign; adopted as the NIKA2 collaboration’s standard analysis tool

picasso: Advanced Gas Model

Published:

ML surrogate model (conditional neural network in JAX) replacing expensive physics simulations; deployed on multi-node, multi-GPU HPC systems

halox: Dark matter halos in JAX

Published:

JAX-powered Python library for differentiable dark matter halo property and mass function calculations.

talks

teaching